Triple

T1430258
Position Surface form Disambiguated ID Type / Status
Subject Republic of China Armed Forces E30427 entity
Predicate shortName P43 FINISHED
Object ROC Armed Forces
The ROC Armed Forces are the military forces of Taiwan, responsible for the island’s defense and composed of its army, navy, air force, and related branches.
 E163358 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: ROC Armed Forces | Statement: [Republic of China Armed Forces, shortName, ROC Armed Forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ROC Armed Forces
Context triple: [Republic of China Armed Forces, shortName, ROC Armed Forces]
  • A. RAMC
    RAMC is the acronym for the Royal Army Medical Corps, the branch of the British Army responsible for providing medical services to military personnel.
  • B. Army Corps
    Army Corps is a major operational-level military formation typically composed of multiple divisions and supporting units, responsible for coordinating large-scale ground combat operations.
  • C. MARSOC Raiders
    MARSOC Raiders are elite United States Marine Corps special operations forces specializing in direct action, special reconnaissance, and counterterrorism missions worldwide.
  • D. Army
    The Army is the land-based military force of a nation, responsible for ground warfare, territorial defense, and supporting national security objectives.
  • E. Armed Forces Special Operations Division
    The Armed Forces Special Operations Division is a tri-service Indian military formation that integrates elite special forces from the Army, Navy, and Air Force for high-risk, strategic operations.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: ROC Armed Forces
Triple: [Republic of China Armed Forces, shortName, ROC Armed Forces]
Generated description
The ROC Armed Forces are the military forces of Taiwan, responsible for the island’s defense and composed of its army, navy, air force, and related branches.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ROC Armed Forces
Target entity description: The ROC Armed Forces are the military forces of Taiwan, responsible for the island’s defense and composed of its army, navy, air force, and related branches.
  • A. RAMC
    RAMC is the acronym for the Royal Army Medical Corps, the branch of the British Army responsible for providing medical services to military personnel.
  • B. Army Corps
    Army Corps is a major operational-level military formation typically composed of multiple divisions and supporting units, responsible for coordinating large-scale ground combat operations.
  • C. MARSOC Raiders
    MARSOC Raiders are elite United States Marine Corps special operations forces specializing in direct action, special reconnaissance, and counterterrorism missions worldwide.
  • D. Army
    The Army is the land-based military force of a nation, responsible for ground warfare, territorial defense, and supporting national security objectives.
  • E. Armed Forces Special Operations Division
    The Armed Forces Special Operations Division is a tri-service Indian military formation that integrates elite special forces from the Army, Navy, and Air Force for high-risk, strategic operations.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a498fc69ec8190b61722bd4b67c4d2 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c4db2d7481908d241593d0e17d83 completed March 1, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad016930ec8190ab3900d6f40c4aa0 completed March 8, 2026, 4:56 a.m.
NEDg Description generation batch_69ad01d1c01c81908917c4837ed2b393 completed March 8, 2026, 4:57 a.m.
NED2 Entity disambiguation (via description) batch_69ad0265f610819085a2dd293abd4812 completed March 8, 2026, 5 a.m.
Created at: March 1, 2026, 8 p.m.